Machine Perception and Cognitive Robotics Laboratory

AIClassroom

AIClassroom is a multi-agent simulation where 30-50 LLM-powered students and a teacher interact in a virtual creative writing classroom. The system scales to hundreds of agents in lecture mode, with the primary goal of developing better tutoring models through emergent classroom dynamics.

Model Card

Multi-agent simulation: 1 teacher agent + 30-50 student agents (LLM-powered). Teacher generates creative writing prompts and provides feedback. Students produce responses and interact. Scales to hundreds in lecture mode.
Creative writing corpora for prompt generation. Student responses generated in-simulation.
Emergent tutoring dynamics — teacher agents adapt instruction style based on student agent performance patterns.
Computational cost scales linearly with agent count. Creative writing domain only — not yet tested on STEM subjects.

Team

Natalia Romero, Ph.D.

Chief Program Strategy Officer

[email protected]

Machine Perception and Cognitive Robotics Laboratory